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Off-Policy Learning

7 directly classified papers

Papers per year

Papers

A Unifying Framework of Off-Policy General Value Function Evaluation NIPS 2022
Action-modulated midbrain dopamine activity arises from distributed control policies NIPS 2022
Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning NIPS 2021
Learning and Planning in Average-Reward Markov Decision Processes ICML 2021
Importance Resampling for Off-policy Prediction NIPS 2019
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning NIPS 2017
Weighted importance sampling for off-policy learning with linear function approximation NIPS 2014